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TutorialsChinese developer creates Claude Code toolbox for one-click deployment of official v4.7, with flexible API Key configuration for multiple model providers, lowering barriers for developers.
TutorialsStep-by-step tutorial on deploying Dify locally using VMware, Ubuntu, BT Panel, and Docker. Covers environment setup, common error fixes, and next steps for building AI apps.
Industry InsightsIn-depth analysis of API aggregation gateways for multi-model AI access: unified interfaces, intelligent routing, disaster recovery, plus key risks around security, latency, and compliance.
TutorialsComplete guide to OpenAI Codex registration: solving verification mismatch and phone verification issues. Covers ChatGPT website signup, Codex login, and SMS platform verification.
TutorialsStep-by-step tutorial on connecting Claude Code to DeepSeek using ccswitch. No overseas account or credit card needed — just 10 RMB to start using an AI coding assistant.
Product ReviewsFreeBuff is a completely free AI coding agent integrating DeepSeek V4 Pro, Kimi K2.6, MiniMax M2.7 and more. Nine sub-agents handle the full workflow from project building to code review.
TutorialsComplete guide to connecting Codex with DeepSeek V4 via CC Switch relay, including API Key setup, channel configuration, and plugin unlock steps for cost-effective AI programming.
TutorialsA detailed guide on building a commercializable automation workflow SaaS platform from scratch, covering React Flow canvas, Next.js full-stack architecture, Inngest task engine, payment subscriptions, and AI monitoring.
Product ReviewsDeep dive into OpenSwarm, an open-source multi-agent system where 8 specialized agents collaborate to generate complete deliverables—research, charts, slides—from a single prompt.
Product ReviewsDeep analysis of Qwen Code 2.0 updates covering Plan Mode approval mechanism, Visual Intelligence auto-switching, Zed editor dual authentication, and Windows fixes for this CLI coding assistant.
TutorialsComplete guide to installing Hermes Agent on Windows, covering WSL setup, Ubuntu initialization, API configuration, Web UI installation, and solutions for DNS, virtualization, and other common issues.
Product ReviewsAtoms Cloud uses AI to auto-detect project needs and zero-config enable databases, auth, Stripe payments, and deployment, helping indie devs turn demos into production-ready products fast.
Product ReviewsHands-on test using OpenAI Codex to replicate the world's coolest 3D gamified homepage, compared with free AI coding tools. Reveals the massive gap between top-tier and free models in complex project comprehension.
TutorialsExplore the semi-AI approach to API automation testing: why pure AI fails, framework design principles, technology choices, and clear human-AI division of labor for practical implementation.
TutorialsComplete tutorial on building an AI API relay station using the New API open-source project, covering Docker deployment, server configuration, channel management, token distribution, and client verification.
TutorialsAnalyze correct timing for AI async task credit settlement. Compare deduct-on-submit vs. Webhook callback approaches with a pre-freeze + callback confirmation implementation for fair SaaS billing.
TutorialsA detailed comparison of LangChain's two model invocation approaches, focusing on init_chat_model unified interface usage and tips for avoiding DeepSeek V4 Pro Thinking Mode pitfalls in Agent scenarios.
n8n + Claude Code: Build a Fully Autom…
Learn how to build an automated workflow with n8n and Claude Code that turns Slack messages into GitHub Pull Requests — from setup to scripts to live demo.
TutorialsDeep dive into six common pitfalls of AI-generated API automation scripts and a three-layer solution covering diagnosis and optimization for real-world implementation.